Yue Duan (段岳)

PhD Student


Affiliation: Reasoning & Learning Group
- Department of Computer Science and Technology
- National Institute of Healthcare Data Science
- National Key Laboratory for Novel Software Technology
- Nanjing University, Nanjing 210023, China
E-mail: yueduan@smail.nju.edu.cn
Supervisor: Associate Professor Yinghuan Shi

About Me

I am currently a PhD student in Department of Computer Science and Technology at Nanjing University and a member of Reasoning & Learning Group, fortunately supervised by Prof. Yinghuan Shi. My research interest lies in semi-supervised learning and multimodal learning .

Interests
  • Machine Learning
  • Pattern Recognition
  • Semi-supervised Learning
  • Multimodal Learning
Education

  • PhD student in Computer Science and Technology

    Nanjing University, 2023 -

  • MSc in Computer Science and Technology

    Nanjing University, 2021 - 2023

  • BEng in Computer Science and Technology

    Harbin Institute of Technology, Weihai, 2017 - 2021

Publications

Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning
AAAI Conference on Artificial Intelligence (AAAI), 2024.
Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi.
PDF-arXiv PDF-Published Code Poster/Slides Video
Towards Semi-supervised Learning with Non-random Missing Labels
IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi.
PDF-arXiv PDF-Published Code Poster 知乎
MutexMatch: Semi-supervised Learning with Mutex-Based Consistency Regularization
IEEE Transactions on Neural Networks and Learning Systems, 2022.
Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao.
PDF-arXiv PDF-Published Code
RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning
European Conference on Computer Vision (ECCV), 2022.
Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi.
PDF-arXiv PDF-Published Code Poster/Slides/Video
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance
AAAI Conference on Artificial Intelligence (AAAI), 2024.
Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao.
PDF-arXiv PDF-Published Code Video
DC-SSL: Addressing Mismatched Class Distribution in Semi-supervised Learning
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
Zhen Zhao, Luping Zhou, Yue Duan, Lei Wang, Lei Qi, Yinghuan Shi.
PDF-Published

Experience

 
 
 
 
 
Research Intern, Ant Group
Department of Machine IntelligenceBig Security Business Group
Shanghai May 2023 - November 2023
 
 
 
 
 
Research Intern, Nanjing University
National Institute of Healthcare Data Science
Nanjing March 2021 - May 2021